Purpose – The purpose of this paper is to apply boosted regression trees (BRT) to a heterogeneous data set of residential property drawn from a jurisdiction in Malaysia, with the objective to evaluate its application within the mass appraisal environment in Malaysia. Machine learning (ML)...

Purpose – Drawing on mainstream arguments in the literature, the paper presents a coherent and holistic view on the causes of cost overruns, and the dynamics between cognitive dispositions, learning and estimation. A cost prediction model has also been developed using data mining for...

Purpose – This paper aims to study the impact of a firm’s size and international experience on its internationalization because it remains an under-researched area. Using an integrated theoretical approach, this study examines the motives and (firm-specific and home country-specific)...

Purpose – The purpose of this paper is to address a shortfall in the literature dealing with optimal sharing arrangements. In construction projects, where the owner is concerned about multiple project outcomes (cost, time, quality, […]), there exist no guidelines in the literature on what a...

Purpose – The purpose of this study is to examine what factors affect the exit of small and medium-sized enterprises (SMEs) from tendering for public works in the Japanese construction industry using the Keiei Jikou Sinsa or Keisin (the database for evaluation of construction companies in...

Purpose – To perform well in the risky and competitive international construction markets, foreign investors need to fully understand project delivery process in their targeted overseas markets. Singapore, Beijing, Hong Kong and Sydney were selected to be studied in this paper. The aim of this...

Purpose – The purpose of this paper is to define and quantify the term robustness within the context of a Private Finance Initiative (PFI) project environment from the perspective of the Granting Authority. The paper is conceptual, based on conceptual generalisations....